CompTIA Cloud Essentials+ (CLO-002) — Question 73

Which of the following are true about the use of machine learning in a cloud environment? (Choose two).

Answer options

• A. Specialized machine learning algorithms can be deployed to optimize results for specific scenarios.
• B. Machine learning can just be hosted in the cloud for managed services.
• C. Just one type of cloud storage is available in the cloud for machine learning workloads.
• D. Machine learning can leverage processes in a cloud environment through the use of cloud storage and auto-scaling.
• E. Machine learning requires a specialized IT team to create the machine learning models from scratch.
• F. Using machine learning solutions in the cloud removes the data-gathering step from the learning process.

Correct answer: A, D

Explanation

Option A is correct because specialized algorithms can indeed be tailored for specific use cases, enhancing performance. Option D is also correct as it highlights the advantages of cloud resources like auto-scaling and storage in machine learning. The other options are incorrect as they misrepresent the flexibility and requirements of machine learning in the cloud.